Generalised indirect classifiers

DOI10.1016/j.csda.2004.06.008zbMath1429.62263OpenAlexW2006549913MaRDI QIDQ957252

A. Peters, Berthold Lausen, Torsten Hothorn

Publication date: 26 November 2008

Published in: Computational Statistics and Data Analysis (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.csda.2004.06.008

zbMATH Keywords

supervised classificationcombining predictive models

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30)

Related Items (1)

Bootstrap estimated true and false positive rates and ROC curve

Uses Software

• R
• rpart

Cites Work

• Unnamed Item
• Bagging predictors
• Latent class models for classification
• On the exact distribution of maximally selected rank statistics
• A note on split selection bias in classification trees
• Bundling classifiers by bagging trees
• Data. A collection of problems from many fields for the student and research worker
• Double-bagging: Combining classifiers by bootstrap aggregation
• Arcing classifiers. (With discussion)
• Analyzing bagging
• On Nonlinear Functions of Linear Combinations
• Direct and Indirect Classification in Clinical Research
• Assessment of Optimal Selected Prognostic Factors
• Supervised classification with structured class definitions.

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